Assess learners' ability to design experiments and apply basic statistical analyses to optimize laboratory assays, including selection of controls and replicates, randomization and blocking, simple factorial/screening designs, power and sample-size considerations, basic analyses (t-tests, ANOVA, linear regression), calculation/interpretation of CV, LOD/LOQ, effect sizes and p-values, and using results to adjust assay parameters and troubleshoot.